wyszukanych pozycji: 3
![]() |
Machine Learning Control - Taming Nonlinear Dynamics and Turbulence
ISBN: 9783319821405 / Angielski / Miękka / 2018 / 211 str. Termin realizacji zamówienia: ok. 22 dni roboczych (Dostawa w 2026 r.) |
cena:
361,42 |
![]() |
Machine Learning Control - Taming Nonlinear Dynamics and Turbulence
ISBN: 9783319406237 / Angielski / Twarda / 2016 / 211 str. Termin realizacji zamówienia: ok. 22 dni roboczych (Dostawa w 2026 r.) This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book employs powerful methods of machine learning for optimal nonlinear control laws. This machine learning control (MLC) is motivated and detailed in Chapters 1 and 2. In Chapter 3, methods of linear control theory are reviewed. In Chapter 4, MLC is shown to reproduce known optimal control laws for linear dynamics (LQR, LQG). In Chapter 5, MLC detects and exploits a strongly nonlinear actuation mechanism of a low-dimensional dynamical system when... This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book ... |
cena:
361,42 |
![]() |
Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems
ISBN: 9781611974492 / Angielski / Miękka / 2016 / 248 str. Termin realizacji zamówienia: ok. 30 dni roboczych (Dostawa w 2026 r.) Data-driven dynamical systems is a burgeoning field, connecting how measurements of nonlinear dynamical systems and/or complex systems can be used with well-established methods in dynamical systems theory. This is the first book to address the DMD algorithm and present a pedagogical and comprehensive approach to all aspects of DMD currently developed or under development. By blending theoretical development, example codes, and applications, the theory and its many innovations and uses are showcased. The efficacy of the DMD algorithm is shown through the inclusion of example problems from...
Data-driven dynamical systems is a burgeoning field, connecting how measurements of nonlinear dynamical systems and/or complex systems can be used wit...
|
cena:
329,66 |